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Joey Hejna — most-cited papers & profile · Reinforcement Learning
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Joey Hejna
16
papers ·
149
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Few-Shot Preference Learning for Human-in-the-Loop RL
2022 · 15 citations
Inverse Preference Learning: Preference-based RL without a Reward Function
2023 · 6 citations
Extreme Q-Learning: MaxEnt RL without Entropy
2023 · 5 citations
Distance Weighted Supervised Learning for Offline Interaction Data
2023 · 3 citations
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
2024 · 3 citations
Contrastive Preference Learning: Learning from Human Feedback without RL
2023 · 2 citations
From $r$ to $Q^*$: Your Language Model is Secretly a Q-Function
2024 · 1 citations
So You Think You Can Scale Up Autonomous Robot Data Collection?
2024
Top co-authors
Dorsa Sadigh
· 5
Chelsea Finn
· 3
Rafael Rafailov
· 3
Harshit Sikchi
· 2
Scott Niekum
· 2
Bradley Knox
· 1
Matthieu Geist
· 1
Ryan Park
· 1
Stefano Ermon
· 1
Suvir Mirchandani
· 1
Yaswanth Chittepu
· 1
Topics
RLHF & Alignment
Model-Based RL
Value-Based
Offline RL
Meta-RL
Policy Gradient
Game AI
Exploration